Higher Education Commons^™

Guidelines For Automatic Grading Of Student Essays Using Large Language Models, Diwakar Yalpi, Sruta Keerti Kasula, Ravi Mukkamala

Computer Science Faculty Publications

Automated essay evaluation using large language models (LLMs) has emerged as a promising approach to support scalable and consistent educational assessment. However, the effectiveness of LLM-based grading varies significantly across evaluation dimensions and is highly influenced by prompt design and model selection. In this study, we evaluate five state-of-the-art LLMs across five rubric-based categories: Relevance to Question, Reasoning and Critical Thinking, Evidence and Examples, Organization, and Clarity and Writing Quality. We systematically investigate the impact of three prompting strategies, including rubric-only prompting, exemplar-based prompting (with and without rubric guidance)(Original and Refined prompt designs) incorporating structured instructions. Additionally, a prompt ablation …

A Large Language Model-Based Academic Advising Assistant For Engineering Technology Students, Murat Kuzlu, Vukica M. Jovanovic, Katherine Smith, Otilia Popescu, Adel El-Shahat, Ryan Cotton, Kayla Marie Seegers, William Austin Henderson

Engineering Technology Faculty Publications

In recent years, Artificial Intelligence (AI)-based solutions, particularly Large Language Models (LLMs), have been applied to a variety of domains, such as energy, finance, transportation, healthcare, and education. Among these domains, education has become increasingly popular due to strong interest among educators and students. This study proposes an academic advising assistant system that uses LLMs to help Engineering Technology (ET) students plan their course load based on their educational history, departmental course offerings, and personal constraints, such as their preferred semester course load. The proposed LLM-based academic advising assistant system maintains a database of students' course histories and upcoming course …

Artificial Intelligence (Ai) In Educating Next Generation Of Engineering Technology Students, Adel El-Shahat, Murat Kuzlu, Vukica M. Jovanovic, Katherine Smith, Abdullah Al Mamun, Otilia Popescu

Engineering Technology Faculty Publications

Artificial Intelligence (AI) is transforming education, particularly for electrical engineering technology (EET) students, by presenting adaptive learning, immediate responses, and unconventional tools. Therefore, this paper proposes investigating modern learning to employ AI in educating future electrical engineering technology students. Firstly, the paper explores how to shape AI knowledge for EET students, supplying them with hands-on skills in AI tasks, clarifying coding, data analysis, and AI ethical usage. Then, as educators, what are the efficient AI tools to utilize in teaching, such as tailored tutoring, automated code assessment, AI-driven design/simulation, lecture dictation, and smart content creation? Key tools, for instance, Google …

The Presidential Address To The Association For Career And Technical Education Research: Cte Research Ecosystem Growing Scholars And Workforce Capacity, Michelle E. Bartlett

Educational Leadership & Workforce Development Faculty Publications

Career and Technical Education (CTE) research has advanced knowledge, strengthened communities, informed policy, and expanded pathways to opportunity for decades. As ACTER begins a new chapter, we are invited to imagine the future of our field beyond a linear pipeline. We can embrace a view of CTE research as a living ecosystem that grows talent, supports collaboration, and sustains discovery over time. This presidential address emphasizes three priorities for that future: applied research that reaches practice, mentorship that nurtures the next generation of scholars, and partnerships that ensure knowledge becomes action. By centering learners and communities in our work, we …

Community College Student Parents And Their Experiences With Mindfulness Training, Polly Nesselrodt

Educational Leadership & Workforce Development Theses & Dissertations

Community college students who are parents (student parents) are highly motivated to succeed but face many challenges, including finances, transportation, and childcare, which leads to high levels of stress and anxiety. Mindfulness practices of returning to the breath and staying present in the body have been shown to help people manage stress and anxiety and live with greater ease. Using the stress and coping theory of Lazarus and Folkman (1984) as a theoretical framework, the purpose of this study was to examine the experiences of student parents who participated in mindfulness training. Participants attended mindfulness classes, facilitated by an instructor …

Proactive Onboarding Services Model As An Academic And Social Integration Strategy For First-Time In College Students At A Virginia Community College, Jhansi V. Eturu

Educational Leadership & Workforce Development Theses & Dissertations

A recent survey by the Education Advisory Board (EAB) found that of the 1000 community college students surveyed, 56% nearly quit before classes started due to challenges during college onboarding. Similarly, admissions data from the Virginia Community Colleges System (VCCS) indicated that more than half of the students who apply do not enroll in classes, highlighting a need to closely examine the onboarding process and support services provided to understand what is effective and what is not. The purpose of this study is to understand the predictive utility of certain student onboarding services, such as an appointment with an admissions …

Unraveling The Links Between Substance Use And Academic Motivation In Higher Education, Melissa Lynn Goins

STEMPS Theses & Dissertations

Self-Determination Theory (SDT) posits that the quality of students’ motivation regulation (i.e., autonomous versus controlled) shapes both learning and health behavior, yet few studies have examined the relations among motivation regulation, alcohol and cannabis use, and achievement. In this study, I surveyed 459 undergraduates at a mid-sized public university in the southeastern United States. Participants completed the Academic Motivation Scale-College version 28 to assess autonomous and controlled motivation regulation, a typical-week alcohol grid, a seven-day cannabis grid, and self-reported grade point average (GPA). Results indicated that autonomous academic motivation was uniquely related to GPA; however, neither motivation variable related to …

Graduate Physical Therapy Students Perceived Benefit Of Prior Anatomy Experiences Following Their First Semester Graduate Physical Therapy Anatomy Course, Austin Alexander

EVMS School of Health Professions Theses & Dissertations

Human anatomy stands as a cornerstone prerequisite for admission into graduate-level Physical Therapy Programs. As such, prior anatomy experiences need to prepare students for success in graduate-level coursework. However, studies have demonstrated that undergraduate anatomy courses vary in their ability to predict success in graduate Physical Therapy anatomy coursework. This research aimed to utilize students' perceptions of their undergraduate anatomy experiences to predict grades in graduate-level Physical Therapy anatomy coursework. The multinomial logistic regression in this study revealed that the absence of perceived preparedness was a significant predictor of membership in the C graduate anatomy grade group. Students who did …

Expectations In Instructional Design: A Comparison Of Hampton Roads Industry Requirements And Old Dominion University’S Curriculum, Haley Aguilar

STEMPS Master's Level Projects and Papers

This master’s thesis aims to analyze the alignment between Old Dominion University’s Instructional Design and Technology program curriculum and employer expectations for instructional designers in the Hampton Roads region. The study examined job listings from 50 positions and curriculum content from 22 courses across six skill categories: technical skills, design and development competencies, communication and facilitation skills, analysis and assessment skills, project management capabilities, and specialized skills. The findings contribute to understanding the challenges of preparing instructional design graduates for workforce entry.

Graduate Students’ Perspectives On Universal Design For Learning (Udl) 3.0 Guidelines: A Q-Methodology Study, Taylor C. Rodriguez

Educational Leadership & Workforce Development Theses & Dissertations

The purpose of this study was to explore graduate students’ perspectives of Q-methodology to understand their insights on the newly updated Universal Design for Learning (UDL) 3.0 guidelines and how they feel these guidelines support their academic journey. A Q-sort instrument consisting of 36 statements aligned with UDL 3.0 principles was administered to graduate students at the master’s and doctoral levels. Thirty-two participants completed the Q-sort activity, and factor analysis revealed four distinct viewpoints reflecting varied perceptions of UDL’s relevance and impact within graduate education.

Findings indicate areas of consensus among students, particularly regarding the importance of developing student autonomy …

Toward More Challenge-Engaging Stem Students: A Narrative Inquiry Into Student Persistence In The Face Of Failure, Stephanie R. Fahey

Educational Leadership & Workforce Development Theses & Dissertations

Science, Technology, Engineering, and Mathematics (STEM) postsecondary graduates greatly contribute to advances in technology and research, and STEM fields promise graduates careers with positive long-term outcomes. Many postsecondary students initially choose STEM majors; however, less than half of those students graduate with a STEM degree. High STEM attrition is a problem that continues to vex educators and researchers. One attributable factor to high STEM attrition is students adversely reacting to initial academic failure in challenging STEM educational contexts. However, there are a lack of studies that investigate the individual experiences of students who persist despite academic failure to better understand …

Practicing In The Laboratories Of Democracy: An Interpretive Phenomenological Analysis Of How Political Science Faculty Use Simulations With Community College Students, James Stewart Shifflett

STEMPS Theses & Dissertations

Political science faculty members have often used simulations to promote civic engagement and build political efficacy in students. However, the use of political simulations with community college students has not been studied as extensively as it has with their four-year counterparts. Through the interpretive phenomenological analysis (IPA) methodology, this study examined the experiences of nine political science faculty members who use simulations with community college students to understand how instructional designers might better support their civic engagement and design efforts. Faculty members who participated in the study use simulations as constructive social interactions; as comprehensive learning experiences integrating preparation, facilitation …

From First-Generation To Flourishing: Exploring The Influence Of Academic, Social, And Deeper Life Interactions In Higher Education, Melissa Jean Overton

Educational Leadership & Workforce Development Theses & Dissertations

Despite comprising half of all undergraduate students (RTI International, 2024) and being widely studied in higher education literature, first-generation students experience many barriers to success and are less likely to graduate than continuing-generation students (Engle & Tinto, 2008; Fry, 2021; Kezar et al., 2023). Social science and higher education scholars have identified flourishing, the presence of complete mental health and holistic well-being (Keyes & Haidt, 2003), as an important outcome of higher education beyond more traditional success metrics, with the thought that flourishing promotes success in other areas.

This study explored how first-generation students’ academic, social, and deeper life interactions …

'Managed Hearts’ In Helper-Education: Gender Non-Binary Helper-Educators’ Experiences Of Emotional Labor, Jordan Pearce

Counseling & Human Services Theses & Dissertations

The unique experiences of people who identify with a gender beyond the binary paradigm dominant in the Global West are not well understood. The literature provides little insight into the experiences and perspectives of these individuals in a variety of contexts, including in their workplaces. As various social movements collide, they bring amplified attention to the mental health of marginalized communities and to workers, as well as the dynamics of modern work environments, and the specific needs of certain individuals doing certain types of work. The current study explored the experiences of gender non-binary individuals (GNI) working as helper-educators engaged …

Persistence And Completion Rates Of Community College Students: The Impact Of Receptivity To Social Engagement Scores Compared To Recorded Cocurricular Activity, Nancy Wagner Boylan

Educational Leadership & Workforce Development Theses & Dissertations

This study examined the relationship between Ruffalo Noel Levitz College Student Inventory Receptivity to Social Engagement scores and the persistence and completion of community college students. The Ruffalo Levitz College Student Inventory assesses student receptivity to institutional support services. Receptivity scores indicate a student's willingness to accept help in areas such as academic support and social engagement as well as career and financial guidance.

This research explored the impact of documented cocurricular involvement, measured through student activities indicators, on persistence and completion outcomes. Using ex post facto data and binary logistic regression analyses, the research focused on three populations at …

Career Pathways Program Annual Report For Ay 2024/25, Wie Yusuf

Career Pathways

Career Pathways launched in August 2017 as the university-wide initiative to provide professional development to graduate students. It encompasses both the Preparing Future Faculty (PFF) and the Preparing Future Professionals (PFP) Certificates. The Preparing Future Faculty Certificate was established in 2007, while the Preparing Future Professionals Certificate was launched in 2017, concurrently with the introduction of Career Pathways. The Career Pathways program prepares graduate students for a successful transition into thriving careers. With the PFP Certificate, specifically, the emphasis has been on filling the existing gap in career and professional development for master’s students and doctoral students with career plans …

Monarch: Old Dominion University Magazine, Victoria Bourne (Editor)

Monarch Magazine

Summer 2025 issue of Monarch, the Old Dominion University Magazine.

Subtitled: GLOBAL IMPACT: Monarchs Make a Difference by Land and by Sea

Historic Bedrocks Of Volunteer Recruitment: Collaboration Between The Peace Corps And Higher Education Partners, Melanie Elizabeth Graham

Educational Leadership & Workforce Development Theses & Dissertations

In this study I investigate the collaboration between the United States Peace Corps and their higher education partnership institutions, focusing on Peace Corps Prep Programs (PCPP) which aim to recruit, prepare, and retain diverse Peace Corps Volunteers. The inquiry examines the purpose, structure, and process of these collaborations to uncover successes and shortcomings, shedding light on the underlying mechanisms that contribute to effectiveness or hinder progress. A mixed-method, multiple case study methodology, integrating surveys and individual interviews that parallel The Wilder Collaboration Factors Inventory, facilitates an in-depth examination of the intricate dynamics and multifaceted experiences within the collaborative partnerships. By …

Black Students With Disabilities In The Virginia Community College System, David Jerome Sultzer

Educational Leadership & Workforce Development Theses & Dissertations

The advancement of policies and laws to support students with disabilities has increased the roles of students with disabilities in post-secondary institutions. There remains a significant disparity between the population of abled and disabled students and even a more significant disparity between Black and other students with disabilities on post-secondary campuses in the United States. Research has uncovered a fair amount of qualitative literature that speaks to the disparity between Black and other students with disabilities on post-secondary campuses with most of the qualitative literature from the perspective of the Black student with disabilities.

This study examined the perceptions of …

Pillars Of Purpose: Postsecondary Career And Technical Education Faculty Viewpoints On Retention, Garry Brandon Hensley

Educational Leadership & Workforce Development Theses & Dissertations

The retention of postsecondary Career and Technical Education (CTE) faculty in community colleges is critical for maintaining a skilled workforce to meet evolving labor market demands. This study employs Q methodology to explore the subjective viewpoints of community college CTE faculty regarding factors influencing their job satisfaction and retention. Grounded in Herzberg’s Two-Factor Theory of Motivation and Job Embeddedness Theory, the research integrates the concept of Employee Experience Management (EEM) to provide a comprehensive framework for understanding faculty retention. Data collected from Q sorts and follow-up focus group interviews reveal six distinct factors representing diverse faculty perspectives on job satisfaction, …

Situated Motivation For An Undergraduate Degree: A Phenomenology Of Nontraditional College Students' Lived Experiences, Faith A. Watrous

STEMPS Theses & Dissertations

Nontraditional college students face unique challenges as they pursue an undergraduate degree. Previous research has shown that nontraditional students withdraw from their undergraduate programs at rates significantly higher than that of traditional college students. This research has suggested that the numerous roles and responsibilities they manage make it difficult to persist in completing an undergraduate degree. Using situated expectancy value theory (SEVT), this phenomenology explored the perceptions of the lived experiences of motivation for pursuing and persisting in completing an undergraduate degree among seven nontraditional college students at a public university in the eastern central region of the United States. …

Identifying Contributing Factors Of Black American Females’ Long-Term Persistence In Stem Education: A Qualitative Phenomenological Study, Chandra T. Oaks-Garcia

STEMPS Theses & Dissertations

The purpose of this study was to gain insights into contributing factors that have shaped the experiences of eight Black American females who pursued STEM education as they persisted from the secondary education setting to their collegiate setting in a STEM major. This qualitative phenomenological study collected data through in-depth semi-structured interviews with Black American female juniors and seniors studying at four different four-year institutions, all pursuing degrees in STEM-related fields. Demographic surveys and memo writing were incorporated to enhance the data analysis. To explore the lived experiences of Black American females in STEM education and identify factors that contributed …

Navigating Recovery: Community College Student Journeys Through Collegiate Recovery Programs, Eric Scott Klein

Educational Leadership & Workforce Development Theses & Dissertations

There is an inherent regional need to support students in recovery, and often their demographics and lived experiences coincide with the student body of a community college. This is particularly salient to the segments of this population which concurrently suffer maltreatment due to other intersectional biases implicit in many health care and education-based systems inside the United States (Cole, 2009; Mance et al., 2010; Rosenthal, 2016). Community colleges are not doing enough to equitably support students in recovery from substance use disorder (SUD) and help buoy their recovery capital (Appiah, 2021; Ashford, Curtis, et al., 2018; Association of Recovery in …

A City Divided: Norfolk, Virginia And Public Higher Education In The Era Of Desegregation, John Edward Wiley V

History Theses & Dissertations

This thesis examines the 1978 suggested merger of predominantly white Old Dominion University and historically Black Norfolk State College (now Norfolk State University), two neighboring public higher education institutions. That year the Federal Department of Housing, Education, and Welfare (HEW) and the Office for Civil Rights (ORC) claimed that the two universities offered nine duplicative degree programs. According to HEW and the OCR, this duplication was a violation of Title VI of the 1964 Civil Rights Act, which prohibits discrimination in all public institutions receiving federal aid. The duplication also represented the last vestiges of Jim Crow segregation in the …

Contemporary Student Activism In A Digital Age, Jennifer Kristen Cohen

Educational Leadership & Workforce Development Theses & Dissertations

Higher education has as part of its purpose to support students becoming active citizens (Barnhardt, 2015). One way that this is practiced is through student activism. With many opportunities for development, student activism has manifested differently across the ages going through periods of high activity and others of apparent latency (Levine, 1980). Arthur Levine (1980) shared a framework for student activism motivation where there were oscillating periods of community and individual ascendency. However, this model has not been considered with the attributes of contemporary college students and with the advance of new media being accessible to the masses.

This multi-site …

Intimate Partner Violence Among College Students: The Influence Of Gender, Sexual Orientation, Race/Ethnicity On Bystander Intention, Brooke M. Puharic

Psychology Theses & Dissertations

Intimate partner violence (IPV) among college students is an issue across gender, sexual orientation, and race/ethnicity. The present study highlights the sociodemographic characteristics that influence physical IPV involvement among college students by reporting past year prevalence and frequency rates of physical IPV involvement by gender, sexual orientation, and race/ethnicity. Additionally, the current study builds on research about bystander intention to intervene by exploring the influence of these sociodemographic characteristics on participants intentions to intervene, as well as their preferred type of intervention.

Participants were 525 university students recruited from the psychology research pool. They were presented with eight hypothetical vignettes …

The Impact Of Success Coaching On Psychological Well-Being And Sense Of Belonging In First-Year College Students, Lashay Y. Mcqueen

Educational Leadership & Workforce Development Theses & Dissertations

As higher education institutions seek to assist students with the first-year transition, coaching is one intervention shown to increase academic performance and retention rates (Capstick et al., 2019). Along with academics, fostering student success from a holistic perspective is imperative (Bentrim & Henning, 2022). The purpose of this study was to determine the impact of participation in success coaching on the psychological well-being and sense of belonging for first-year college students. The study also investigated the impact of success coaching on first-generation students. Existing data were used to compare participation in success coaching to overall psychological well-being and sense of …

This Needs More Time!: Considerations For Improving Partnerships Between Communities And Institutions In Folklore, Sarah M. Gordon, Jasper Waugh-Quasebarth, Junious Lee Brickhouse, Ashley Minner Jones, Naomi Sturm-Wijesinghe

Art Faculty Publications

From 2021 to 2023, the authors convened a series of discussion forums at the annual meetings of the American Folklore Society to discuss the challenges of community-institutional partnerships in the field of folklore. This perspectives piece presents the outcomes of that series of panels with the goal of advancing adaptability in institutional practices to better support community-engaged work. We seek to promote practices that better respond to community needs in collaborative partnerships through disciplinary norms and institutional bureaucratic mechanisms.

The Launch Of An Undergraduate Accelerated Program: Initial Quantitative Data, C. Tomovic, M. Bartlett, M. Tomovic, V. Jovanovic, S. Bawab

Educational Leadership & Workforce Development Faculty Publications

The launch of an accelerated Training Specialist undergraduate program at a U.S. public university began with a pilot course in Fall 2024. This paper presents initial quantitative findings from pre- and post-course surveys designed to assess students' perceptions of the benefits of accelerated courses, as defined in the literature, as well as their self-perception as self-directed learners. The survey results revealed significant changes in students' views on the advantages of accelerated courses, particularly in terms of completing their degree more quickly and better managing family obligations. Additionally, the surveys showed a notable shift in students' perceptions of themselves as self-directed …

Debt Decisions: The Effects Of Paying For College In The United States With Student Loans, Kim E. Bullington, David J. Thomas, Minghui Hou, William L. Nuckols, Dennis E. Gregory, Joshua L. Howell, Kaycee L. Bills, Amy-Leah Joaquim

Educational Leadership & Workforce Development Faculty Publications

Student loans have increasingly become a burden on individuals. This qualitative analysis explores how structural inequities and financial literacy gaps influence U.S. student loan borrowers’ decisions to finance postsecondary education. The study highlights racial and economic disparities examining participants’ reflections on debt aversion and systemic barriers to equitable access. We asked why participants took out Federal student loans, asked about their decision processes when taking on debt, whether participants took any action to reduce accumulated debt, and if they’d made any discoveries about their decisions to take on student loan debt. After coding and a thematic analysis, five themes and …